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Research suggests AI trading bots can learn to collude without being programmed to do so, potentially driving up your investment costs through wider spreads and reduced competition.
The bots, trained through reinforcement learning, were sophisticated enough to implicitly understand that widespread aggressive trading could create more market volatility.
Peter Ward, global head of futures and options electronic execution at JP Morgan, tells Hayley McDowell that buy-side adoption of its reinforcement learning FICC futures algorithms has surged in ...
Reinforcement learning with human feedback is critical to not only ensuring the model’s alignment, it’s crucial to the long-term success and sustainability of generative AI as a whole.
This study seeks to construct a basic reinforcement learning-based AI-macroeconomic simulator. We use a deep RL (DRL) approach (DDPG) in an RBC macroeconomic model. We set up two learning scenarios, ...
Microsoft's Azure Cognitive Services introduced new AI tools today, including Personalizer, which uses reinforcement learning to improve recommendations.